End of training

README.md

@@ -3,6 +3,11 @@ library_name: peft
 base_model: microsoft/codebert-base
 tags:
 - generated_from_trainer
+metrics:
+- accuracy
+- f1
+- precision
+- recall
 model-index:
 - name: codebert-emotion-model
   results: []
@@ -15,16 +20,11 @@ should probably proofread and complete it, then remove this comment. -->
 
 This model is a fine-tuned version of [microsoft/codebert-base](https://huggingface.co/microsoft/codebert-base) on an unknown dataset.
 It achieves the following results on the evaluation set:
-- eval_loss: 1.9961
-- eval_model_preparation_time: 0.0041
-- eval_accuracy: 0.095
-- eval_f1: 0.0165
-- eval_precision: 0.0090
-- eval_recall: 0.095
-- eval_runtime: 17.4943
-- eval_samples_per_second: 11.432
-- eval_steps_per_second: 2.858
-- step: 0
+- Loss: 1.4952
+- Accuracy: 0.415
+- F1: 0.2434
+- Precision: 0.1722
+- Recall: 0.415
 
 ## Model description
 
@@ -53,6 +53,15 @@ The following hyperparameters were used during training:
 - lr_scheduler_type: linear
 - num_epochs: 3
 
+### Training results
+
+| Training Loss | Epoch | Step | Validation Loss | Accuracy | F1     | Precision | Recall |
+|:-------------:|:-----:|:----:|:---------------:|:--------:|:------:|:---------:|:------:|
+| 1.6433        | 1.0   | 63   | 1.4952          | 0.415    | 0.2434 | 0.1722    | 0.415  |
+| 1.5859        | 2.0   | 126  | 1.4870          | 0.415    | 0.2434 | 0.1722    | 0.415  |
+| 1.6087        | 2.96  | 186  | 1.4865          | 0.415    | 0.2434 | 0.1722    | 0.415  |
+
+
 ### Framework versions
 
 - PEFT 0.15.2

adapter_model.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:88ac14ff9c64d83917127e3598d47c08e79a6fb203fc1019813cb46882f9b347
+oid sha256:0304f6e8588a3d0187e33b7d3a088fea03fd00ce3f54882be642aa0dff1c0bea
 size 4747504

config.json

@@ -11,22 +11,22 @@
   "hidden_dropout_prob": 0.1,
   "hidden_size": 768,
   "id2label": {
-    "0": "LABEL_0",
-    "1": "LABEL_1",
-    "2": "LABEL_2",
-    "3": "LABEL_3",
-    "4": "LABEL_4",
-    "5": "LABEL_5"
+    "0": "sadness",
+    "1": "joy",
+    "2": "love",
+    "3": "anger",
+    "4": "fear",
+    "5": "surprise"
   },
   "initializer_range": 0.02,
   "intermediate_size": 3072,
   "label2id": {
-    "LABEL_0": 0,
-    "LABEL_1": 1,
-    "LABEL_2": 2,
-    "LABEL_3": 3,
-    "LABEL_4": 4,
-    "LABEL_5": 5
+    "anger": 3,
+    "fear": 4,
+    "joy": 1,
+    "love": 2,
+    "sadness": 0,
+    "surprise": 5
   },
   "layer_norm_eps": 1e-05,
   "max_position_embeddings": 514,